| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SAR-RARP | SurgRec-MAE | Top-1 Accuracy37.59 | 14 | 18d ago | |
| SurgAct | SurgRec-MAE | Accuracy@118.75 | 14 | 18d ago | |
| MultiByp | SurgRec-MAE | Top-1 Accuracy56.92 | 14 | 18d ago | |
| M2CAI16 | SurgRec-MAE | Top-1 Accuracy38.05 | 14 | 18d ago | |
| LDPoly | SurgRec-MAE | Accuracy@190.76 | 14 | 18d ago | |
| LapGyn4 | SurgRec-MAE | Top-1 Accuracy68.13 | 14 | 18d ago | |
| Kvasir-C | SurgRec-MAE | Top-1 Accuracy73.17 | 14 | 18d ago | |
| JIGSAWS | SurgRec-MAE | Top-1 Accuracy47.49 | 14 | 18d ago | |
| HyperK | SurgRec-MAE | Top-1 Accuracy55.28 | 14 | 18d ago | |
| Colono | SurgRec-MAE | Top-1 Accuracy73.33 | 14 | 18d ago | |
| Cat-21 | DINOv3 | Top-1 Accuracy15.69 | 14 | 18d ago | |
| AutoLap | SurgRec-MAE | Top-1 Accuracy (%)22.58 | 14 | 18d ago | |
| AIxSuture | SurgRec-MAE | Top-1 Accuracy43.48 | 14 | 18d ago | |
| CAT-1k | SurgRec-MAE | Top-1 Accuracy18.81 | 7 | 18d ago | |
| Cat-101 | SurgRec-MAE | Top-1 Accuracy35.16 | 7 | 18d ago |
